Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 2111 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 9 |
| Duplicate rows (%) | 0.4% |
| Total size in memory | 280.5 KiB |
| Average record size in memory | 136.1 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 8 |
| Boolean | 4 |
| Dataset has 9 (0.4%) duplicate rows | Duplicates |
Gender is highly overall correlated with Height and 1 other fields | High correlation |
Height is highly overall correlated with Gender | High correlation |
NObeyesdad is highly overall correlated with Gender and 2 other fields | High correlation |
Weight is highly overall correlated with NObeyesdad and 1 other fields | High correlation |
family_history_with_overweight is highly overall correlated with NObeyesdad and 1 other fields | High correlation |
CAEC is highly imbalanced (58.1%) | Imbalance |
SMOKE is highly imbalanced (85.4%) | Imbalance |
SCC is highly imbalanced (73.3%) | Imbalance |
MTRANS is highly imbalanced (57.1%) | Imbalance |
FAF has 421 (19.9%) zeros | Zeros |
TUE has 560 (26.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-24 17:47:19.514841 |
|---|---|
| Analysis finished | 2025-03-24 17:47:25.424841 |
| Duration | 5.91 seconds |
| Software version | ydata-profiling vv4.15.0 |
| Download configuration | config.json |
Variables
Gender
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Male | |
|---|---|
| Female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.9881573 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 1068 | |
| Female | 1043 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 1068 | |
| female | 1043 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10530 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10530 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10530 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3154 | |
| a | 2111 | |
| l | 2111 | |
| M | 1068 | 10.1% |
| F | 1043 | 9.9% |
| m | 1043 | 9.9% |
Age
Real number (ℝ)
| Distinct | 40 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.315964 |
| Minimum | 14 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 20 |
| median | 23 |
| Q3 | 26 |
| 95-th percentile | 38 |
| Maximum | 61 |
| Range | 47 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 6.3570781 |
|---|---|
| Coefficient of variation (CV) | 0.2614364 |
| Kurtosis | 2.7985818 |
| Mean | 24.315964 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.5213261 |
| Sum | 51331 |
| Variance | 40.412442 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 236 | |
| 23 | 218 | |
| 26 | 213 | |
| 18 | 212 | |
| 19 | 169 | 8.0% |
| 22 | 163 | 7.7% |
| 20 | 150 | 7.1% |
| 24 | 95 | 4.5% |
| 25 | 82 | 3.9% |
| 17 | 69 | 3.3% |
| Other values (30) | 504 |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 20 | 0.9% |
| 17 | 69 | 3.3% |
| 18 | 212 | |
| 19 | 169 | |
| 20 | 150 | |
| 21 | 236 | |
| 22 | 163 | |
| 23 | 218 |
| Value | Count | Frequency (%) |
| 61 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 5 | |
| 52 | 1 | < 0.1% |
| 51 | 2 | 0.1% |
| 48 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 46 | 2 | 0.1% |
| 45 | 3 | |
| 44 | 6 |
Height
Real number (ℝ)
High correlation 
| Distinct | 51 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7016201 |
| Minimum | 1.45 |
|---|---|
| Maximum | 1.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1.45 |
|---|---|
| 5-th percentile | 1.55 |
| Q1 | 1.63 |
| median | 1.7 |
| Q3 | 1.77 |
| 95-th percentile | 1.85 |
| Maximum | 1.98 |
| Range | 0.53 |
| Interquartile range (IQR) | 0.14 |
Descriptive statistics
| Standard deviation | 0.093368402 |
|---|---|
| Coefficient of variation (CV) | 0.054870298 |
| Kurtosis | -0.56508573 |
| Mean | 1.7016201 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | -0.0091150723 |
| Sum | 3592.12 |
| Variance | 0.0087176584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.7 | 125 | 5.9% |
| 1.75 | 122 | 5.8% |
| 1.62 | 96 | 4.5% |
| 1.76 | 96 | 4.5% |
| 1.65 | 88 | 4.2% |
| 1.6 | 77 | 3.6% |
| 1.72 | 76 | 3.6% |
| 1.63 | 75 | 3.6% |
| 1.77 | 71 | 3.4% |
| 1.71 | 68 | 3.2% |
| Other values (41) | 1217 |
| Value | Count | Frequency (%) |
| 1.45 | 1 | < 0.1% |
| 1.46 | 1 | < 0.1% |
| 1.48 | 3 | 0.1% |
| 1.49 | 3 | 0.1% |
| 1.5 | 17 | |
| 1.51 | 11 | 0.5% |
| 1.52 | 19 | |
| 1.53 | 27 | |
| 1.54 | 20 | |
| 1.55 | 32 |
| Value | Count | Frequency (%) |
| 1.98 | 2 | 0.1% |
| 1.95 | 1 | < 0.1% |
| 1.94 | 1 | < 0.1% |
| 1.93 | 4 | 0.2% |
| 1.92 | 4 | 0.2% |
| 1.91 | 12 | |
| 1.9 | 7 | 0.3% |
| 1.89 | 7 | 0.3% |
| 1.88 | 10 | |
| 1.87 | 22 |
Weight
Real number (ℝ)
High correlation 
| Distinct | 1335 |
|---|---|
| Distinct (%) | 63.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.586035 |
| Minimum | 39 |
|---|---|
| Maximum | 173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 48.5 |
| Q1 | 65.47 |
| median | 83 |
| Q3 | 107.43 |
| 95-th percentile | 131.915 |
| Maximum | 173 |
| Range | 134 |
| Interquartile range (IQR) | 41.96 |
Descriptive statistics
| Standard deviation | 26.191163 |
|---|---|
| Coefficient of variation (CV) | 0.30248715 |
| Kurtosis | -0.69988323 |
| Mean | 86.586035 |
| Median Absolute Deviation (MAD) | 21.74 |
| Skewness | 0.25542213 |
| Sum | 182783.12 |
| Variance | 685.977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 59 | 2.8% |
| 70 | 43 | 2.0% |
| 50 | 42 | 2.0% |
| 75 | 40 | 1.9% |
| 60 | 37 | 1.8% |
| 65 | 26 | 1.2% |
| 90 | 23 | 1.1% |
| 42 | 22 | 1.0% |
| 85 | 19 | 0.9% |
| 78 | 19 | 0.9% |
| Other values (1325) | 1781 |
| Value | Count | Frequency (%) |
| 39 | 1 | |
| 39.1 | 1 | |
| 39.37 | 1 | |
| 39.7 | 1 | |
| 39.85 | 1 | |
| 40 | 1 | |
| 40.2 | 1 | |
| 40.34 | 1 | |
| 41.22 | 1 | |
| 41.27 | 1 |
| Value | Count | Frequency (%) |
| 173 | 1 | |
| 165.06 | 1 | |
| 160.94 | 1 | |
| 160.64 | 1 | |
| 155.87 | 1 | |
| 155.24 | 1 | |
| 154.62 | 1 | |
| 153.96 | 1 | |
| 153.15 | 1 | |
| 152.72 | 1 |
family_history_with_overweight
Boolean
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 1726 | |
| False | 385 | 18.2% |
| Value | Count | Frequency (%) |
| True | 1866 | |
| False | 245 | 11.6% |
FCVC
Real number (ℝ)
| Distinct | 180 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4189863 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.52 |
| Q1 | 2 |
| median | 2.39 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53399595 |
|---|---|
| Coefficient of variation (CV) | 0.22075196 |
| Kurtosis | -0.63708303 |
| Mean | 2.4189863 |
| Median Absolute Deviation (MAD) | 0.39 |
| Skewness | -0.43305151 |
| Sum | 5106.48 |
| Variance | 0.28515167 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 658 | |
| 2 | 610 | |
| 1 | 34 | 1.6% |
| 2.97 | 14 | 0.7% |
| 2.05 | 12 | 0.6% |
| 2.94 | 12 | 0.6% |
| 2.91 | 12 | 0.6% |
| 2.74 | 11 | 0.5% |
| 2.03 | 11 | 0.5% |
| 2.92 | 11 | 0.5% |
| Other values (170) | 726 |
| Value | Count | Frequency (%) |
| 1 | 34 | |
| 1.01 | 2 | 0.1% |
| 1.03 | 1 | < 0.1% |
| 1.04 | 2 | 0.1% |
| 1.05 | 2 | 0.1% |
| 1.06 | 2 | 0.1% |
| 1.07 | 1 | < 0.1% |
| 1.08 | 3 | 0.1% |
| 1.1 | 1 | < 0.1% |
| 1.11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 658 | |
| 2.99 | 4 | 0.2% |
| 2.98 | 9 | 0.4% |
| 2.97 | 14 | 0.7% |
| 2.96 | 11 | 0.5% |
| 2.95 | 9 | 0.4% |
| 2.94 | 12 | 0.6% |
| 2.93 | 7 | 0.3% |
| 2.92 | 11 | 0.5% |
| 2.91 | 12 | 0.6% |
NCP
Real number (ℝ)
| Distinct | 256 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6856514 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.66 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3.75 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 0.34 |
Descriptive statistics
| Standard deviation | 0.77807883 |
|---|---|
| Coefficient of variation (CV) | 0.28971699 |
| Kurtosis | 0.38542151 |
| Mean | 2.6856514 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.1069503 |
| Sum | 5669.41 |
| Variance | 0.60540667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 1208 | |
| 1 | 205 | 9.7% |
| 4 | 74 | 3.5% |
| 2.99 | 17 | 0.8% |
| 2.98 | 13 | 0.6% |
| 2.97 | 9 | 0.4% |
| 3.99 | 9 | 0.4% |
| 2.81 | 8 | 0.4% |
| 2.88 | 8 | 0.4% |
| 1.1 | 7 | 0.3% |
| Other values (246) | 553 |
| Value | Count | Frequency (%) |
| 1 | 205 | |
| 1.01 | 4 | 0.2% |
| 1.02 | 2 | 0.1% |
| 1.03 | 2 | 0.1% |
| 1.04 | 1 | < 0.1% |
| 1.05 | 3 | 0.1% |
| 1.06 | 2 | 0.1% |
| 1.07 | 3 | 0.1% |
| 1.08 | 5 | 0.2% |
| 1.09 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 74 | |
| 3.99 | 9 | 0.4% |
| 3.98 | 1 | < 0.1% |
| 3.97 | 1 | < 0.1% |
| 3.95 | 1 | < 0.1% |
| 3.94 | 1 | < 0.1% |
| 3.91 | 2 | 0.1% |
| 3.9 | 2 | 0.1% |
| 3.89 | 2 | 0.1% |
| 3.88 | 1 | < 0.1% |
CAEC
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Sometimes | |
|---|---|
| Frequently | |
| Always | 53 |
| no | 51 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.8702037 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sometimes |
|---|---|
| 2nd row | Sometimes |
| 3rd row | Sometimes |
| 4th row | Sometimes |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 1765 | |
| Frequently | 242 | 11.5% |
| Always | 53 | 2.5% |
| no | 51 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 1765 | |
| frequently | 242 | 11.5% |
| always | 53 | 2.5% |
| no | 51 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18725 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18725 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18725 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4014 | |
| m | 3530 | |
| t | 2007 | |
| s | 1818 | |
| o | 1816 | |
| S | 1765 | |
| i | 1765 | |
| y | 295 | 1.6% |
| l | 295 | 1.6% |
| n | 293 | 1.6% |
| Other values (7) | 1127 | 6.0% |
SMOKE
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| False | |
|---|---|
| True | 44 |
| Value | Count | Frequency (%) |
| False | 2067 | |
| True | 44 | 2.1% |
CH2O
Real number (ℝ)
| Distinct | 201 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0080531 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.585 |
| median | 2 |
| Q3 | 2.48 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0.895 |
Descriptive statistics
| Standard deviation | 0.61294955 |
|---|---|
| Coefficient of variation (CV) | 0.3052457 |
| Kurtosis | -0.87925382 |
| Mean | 2.0080531 |
| Median Absolute Deviation (MAD) | 0.45 |
| Skewness | -0.10502701 |
| Sum | 4239 |
| Variance | 0.37570716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 467 | |
| 1 | 221 | 10.5% |
| 3 | 163 | 7.7% |
| 2.17 | 16 | 0.8% |
| 2.04 | 15 | 0.7% |
| 2.65 | 15 | 0.7% |
| 2.15 | 14 | 0.7% |
| 2.01 | 14 | 0.7% |
| 2.36 | 14 | 0.7% |
| 1.03 | 13 | 0.6% |
| Other values (191) | 1159 |
| Value | Count | Frequency (%) |
| 1 | 221 | |
| 1.01 | 10 | 0.5% |
| 1.02 | 11 | 0.5% |
| 1.03 | 13 | 0.6% |
| 1.04 | 4 | 0.2% |
| 1.05 | 6 | 0.3% |
| 1.06 | 4 | 0.2% |
| 1.07 | 4 | 0.2% |
| 1.08 | 7 | 0.3% |
| 1.09 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 163 | |
| 2.99 | 7 | 0.3% |
| 2.98 | 10 | 0.5% |
| 2.97 | 5 | 0.2% |
| 2.96 | 6 | 0.3% |
| 2.95 | 6 | 0.3% |
| 2.94 | 3 | 0.1% |
| 2.93 | 5 | 0.2% |
| 2.92 | 3 | 0.1% |
| 2.91 | 3 | 0.1% |
SCC
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.2 KiB |
| False | |
|---|---|
| True | 96 |
| Value | Count | Frequency (%) |
| False | 2015 | |
| True | 96 | 4.5% |
FAF
Real number (ℝ)
Zeros 
| Distinct | 257 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0103126 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 421 |
| Zeros (%) | 19.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.125 |
| median | 1 |
| Q3 | 1.67 |
| 95-th percentile | 2.68 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.545 |
Descriptive statistics
| Standard deviation | 0.85061316 |
|---|---|
| Coefficient of variation (CV) | 0.84193062 |
| Kurtosis | -0.62067528 |
| Mean | 1.0103126 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.49854641 |
| Sum | 2132.77 |
| Variance | 0.72354275 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 421 | 19.9% |
| 1 | 243 | 11.5% |
| 2 | 199 | 9.4% |
| 3 | 77 | 3.6% |
| 0.99 | 15 | 0.7% |
| 0.03 | 14 | 0.7% |
| 0.11 | 13 | 0.6% |
| 0.01 | 13 | 0.6% |
| 1.98 | 13 | 0.6% |
| 0.98 | 12 | 0.6% |
| Other values (247) | 1091 |
| Value | Count | Frequency (%) |
| 0 | 421 | |
| 0.01 | 13 | 0.6% |
| 0.02 | 10 | 0.5% |
| 0.03 | 14 | 0.7% |
| 0.04 | 7 | 0.3% |
| 0.05 | 8 | 0.4% |
| 0.06 | 5 | 0.2% |
| 0.07 | 11 | 0.5% |
| 0.08 | 2 | 0.1% |
| 0.09 | 8 | 0.4% |
| Value | Count | Frequency (%) |
| 3 | 77 | |
| 2.97 | 1 | < 0.1% |
| 2.94 | 2 | 0.1% |
| 2.93 | 1 | < 0.1% |
| 2.89 | 4 | 0.2% |
| 2.88 | 3 | 0.1% |
| 2.87 | 1 | < 0.1% |
| 2.85 | 1 | < 0.1% |
| 2.83 | 2 | 0.1% |
| 2.82 | 1 | < 0.1% |
TUE
Real number (ℝ)
Zeros 
| Distinct | 813 |
|---|---|
| Distinct (%) | 38.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6578612 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 560 |
| Zeros (%) | 26.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 16.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.625 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.60892621 |
|---|---|
| Coefficient of variation (CV) | 0.92561502 |
| Kurtosis | -0.54863476 |
| Mean | 0.6578612 |
| Median Absolute Deviation (MAD) | 0.485 |
| Skewness | 0.61852392 |
| Sum | 1388.745 |
| Variance | 0.37079113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 560 | |
| 1 | 292 | 13.8% |
| 2 | 109 | 5.2% |
| 0.631 | 6 | 0.3% |
| 0.002 | 6 | 0.3% |
| 0.413 | 4 | 0.2% |
| 0.128 | 4 | 0.2% |
| 0.003 | 4 | 0.2% |
| 1.366 | 4 | 0.2% |
| 0.94 | 4 | 0.2% |
| Other values (803) | 1118 |
| Value | Count | Frequency (%) |
| 0 | 560 | |
| 0.001 | 3 | 0.1% |
| 0.002 | 6 | 0.3% |
| 0.003 | 4 | 0.2% |
| 0.004 | 1 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| 0.008 | 2 | 0.1% |
| 0.009 | 3 | 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.011 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 109 | |
| 1.992 | 1 | < 0.1% |
| 1.991 | 1 | < 0.1% |
| 1.984 | 1 | < 0.1% |
| 1.981 | 1 | < 0.1% |
| 1.978 | 1 | < 0.1% |
| 1.973 | 1 | < 0.1% |
| 1.971 | 1 | < 0.1% |
| 1.97 | 1 | < 0.1% |
| 1.967 | 1 | < 0.1% |
CALC
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Sometimes | |
|---|---|
| no | |
| Frequently | 70 |
| Always | 1 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 6.9128375 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | no |
|---|---|
| 2nd row | Sometimes |
| 3rd row | Frequently |
| 4th row | Frequently |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 1401 | |
| no | 639 | |
| Frequently | 70 | 3.3% |
| Always | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 1401 | |
| no | 639 | |
| frequently | 70 | 3.3% |
| always | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14593 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14593 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14593 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2942 | |
| m | 2802 | |
| o | 2040 | |
| t | 1471 | |
| s | 1402 | |
| S | 1401 | |
| i | 1401 | |
| n | 709 | 4.9% |
| l | 71 | 0.5% |
| y | 71 | 0.5% |
| Other values (7) | 283 | 1.9% |
MTRANS
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Public_Transportation | |
|---|---|
| Automobile | |
| Walking | 56 |
| Motorbike | 11 |
| Bike | 7 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.128375 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Public_Transportation |
|---|---|
| 2nd row | Public_Transportation |
| 3rd row | Public_Transportation |
| 4th row | Walking |
| 5th row | Public_Transportation |
Common Values
| Value | Count | Frequency (%) |
| Public_Transportation | 1580 | |
| Automobile | 457 | 21.6% |
| Walking | 56 | 2.7% |
| Motorbike | 11 | 0.5% |
| Bike | 7 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| public_transportation | 1580 | |
| automobile | 457 | 21.6% |
| walking | 56 | 2.7% |
| motorbike | 11 | 0.5% |
| bike | 7 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38269 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38269 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38269 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 4096 | |
| i | 3691 | 9.6% |
| t | 3628 | 9.5% |
| a | 3216 | 8.4% |
| n | 3216 | 8.4% |
| r | 3171 | 8.3% |
| l | 2093 | 5.5% |
| b | 2048 | 5.4% |
| u | 2037 | 5.3% |
| P | 1580 | 4.1% |
| Other values (13) | 9493 |
NObeyesdad
Categorical
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 KiB |
| Obesity_Type_I | |
|---|---|
| Obesity_Type_III | |
| Obesity_Type_II | |
| Overweight_Level_I | |
| Overweight_Level_II | |
| Other values (2) |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 16.192326 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal_Weight |
|---|---|
| 2nd row | Normal_Weight |
| 3rd row | Normal_Weight |
| 4th row | Overweight_Level_I |
| 5th row | Overweight_Level_II |
Common Values
| Value | Count | Frequency (%) |
| Obesity_Type_I | 351 | |
| Obesity_Type_III | 324 | |
| Obesity_Type_II | 297 | |
| Overweight_Level_I | 290 | |
| Overweight_Level_II | 290 | |
| Normal_Weight | 287 | |
| Insufficient_Weight | 272 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| obesity_type_i | 351 | |
| obesity_type_iii | 324 | |
| obesity_type_ii | 297 | |
| overweight_level_i | 290 | |
| overweight_level_ii | 290 | |
| normal_weight | 287 | |
| insufficient_weight | 272 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34182 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34182 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34182 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5095 | |
| _ | 3663 | 10.7% |
| I | 3059 | 8.9% |
| i | 2655 | 7.8% |
| t | 2383 | 7.0% |
| y | 1944 | 5.7% |
| O | 1552 | 4.5% |
| s | 1244 | 3.6% |
| v | 1160 | 3.4% |
| g | 1139 | 3.3% |
| Other values (17) | 10288 |
Interactions
Correlations
| Age | CAEC | CALC | CH2O | FAF | FAVC | FCVC | Gender | Height | MTRANS | NCP | NObeyesdad | SCC | SMOKE | TUE | Weight | family_history_with_overweight | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.154 | 0.164 | 0.008 | -0.210 | 0.137 | 0.058 | 0.189 | -0.003 | 0.348 | -0.105 | 0.292 | 0.132 | 0.185 | -0.298 | 0.357 | 0.235 |
| CAEC | 0.154 | 1.000 | 0.098 | 0.181 | 0.115 | 0.193 | 0.129 | 0.131 | 0.157 | 0.095 | 0.167 | 0.352 | 0.160 | 0.046 | 0.132 | 0.318 | 0.349 |
| CALC | 0.164 | 0.098 | 1.000 | 0.107 | 0.112 | 0.137 | 0.102 | 0.033 | 0.099 | 0.095 | 0.121 | 0.225 | 0.055 | 0.104 | 0.138 | 0.219 | 0.012 |
| CH2O | 0.008 | 0.181 | 0.107 | 1.000 | 0.157 | 0.191 | 0.066 | 0.233 | 0.223 | 0.088 | 0.068 | 0.229 | 0.130 | 0.074 | 0.023 | 0.223 | 0.228 |
| FAF | -0.210 | 0.115 | 0.112 | 0.157 | 1.000 | 0.152 | 0.028 | 0.265 | 0.326 | 0.114 | 0.144 | 0.212 | 0.095 | 0.067 | 0.050 | -0.044 | 0.158 |
| FAVC | 0.137 | 0.193 | 0.137 | 0.191 | 0.152 | 1.000 | 0.091 | 0.060 | 0.221 | 0.201 | 0.032 | 0.328 | 0.186 | 0.040 | 0.170 | 0.293 | 0.205 |
| FCVC | 0.058 | 0.129 | 0.102 | 0.066 | 0.028 | 0.091 | 1.000 | 0.349 | -0.054 | 0.103 | 0.082 | 0.293 | 0.095 | 0.000 | -0.086 | 0.210 | 0.118 |
| Gender | 0.189 | 0.131 | 0.033 | 0.233 | 0.265 | 0.060 | 0.349 | 1.000 | 0.622 | 0.162 | 0.162 | 0.556 | 0.098 | 0.035 | 0.130 | 0.396 | 0.099 |
| Height | -0.003 | 0.157 | 0.099 | 0.223 | 0.326 | 0.221 | -0.054 | 0.622 | 1.000 | 0.090 | 0.207 | 0.206 | 0.173 | 0.162 | 0.079 | 0.462 | 0.301 |
| MTRANS | 0.348 | 0.095 | 0.095 | 0.088 | 0.114 | 0.201 | 0.103 | 0.162 | 0.090 | 1.000 | 0.042 | 0.179 | 0.070 | 0.000 | 0.126 | 0.140 | 0.118 |
| NCP | -0.105 | 0.167 | 0.121 | 0.068 | 0.144 | 0.032 | 0.082 | 0.162 | 0.207 | 0.042 | 1.000 | 0.244 | 0.045 | 0.027 | 0.085 | 0.005 | 0.189 |
| NObeyesdad | 0.292 | 0.352 | 0.225 | 0.229 | 0.212 | 0.328 | 0.293 | 0.556 | 0.206 | 0.179 | 0.244 | 1.000 | 0.235 | 0.111 | 0.216 | 0.575 | 0.540 |
| SCC | 0.132 | 0.160 | 0.055 | 0.130 | 0.095 | 0.186 | 0.095 | 0.098 | 0.173 | 0.070 | 0.045 | 0.235 | 1.000 | 0.033 | 0.128 | 0.235 | 0.181 |
| SMOKE | 0.185 | 0.046 | 0.104 | 0.074 | 0.067 | 0.040 | 0.000 | 0.035 | 0.162 | 0.000 | 0.027 | 0.111 | 0.033 | 1.000 | 0.058 | 0.129 | 0.000 |
| TUE | -0.298 | 0.132 | 0.138 | 0.023 | 0.050 | 0.170 | -0.086 | 0.130 | 0.079 | 0.126 | 0.085 | 0.216 | 0.128 | 0.058 | 1.000 | -0.050 | 0.187 |
| Weight | 0.357 | 0.318 | 0.219 | 0.223 | -0.044 | 0.293 | 0.210 | 0.396 | 0.462 | 0.140 | 0.005 | 0.575 | 0.235 | 0.129 | -0.050 | 1.000 | 0.557 |
| family_history_with_overweight | 0.235 | 0.349 | 0.012 | 0.228 | 0.158 | 0.205 | 0.118 | 0.099 | 0.301 | 0.118 | 0.189 | 0.540 | 0.181 | 0.000 | 0.187 | 0.557 | 1.000 |
Missing values
Sample
| Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | CAEC | SMOKE | CH2O | SCC | FAF | TUE | CALC | MTRANS | NObeyesdad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Female | 21 | 1.62 | 64.0 | yes | no | 2.0 | 3.0 | Sometimes | no | 2.0 | no | 0.0 | 1.0 | no | Public_Transportation | Normal_Weight |
| 1 | Female | 21 | 1.52 | 56.0 | yes | no | 3.0 | 3.0 | Sometimes | yes | 3.0 | yes | 3.0 | 0.0 | Sometimes | Public_Transportation | Normal_Weight |
| 2 | Male | 23 | 1.80 | 77.0 | yes | no | 2.0 | 3.0 | Sometimes | no | 2.0 | no | 2.0 | 1.0 | Frequently | Public_Transportation | Normal_Weight |
| 3 | Male | 27 | 1.80 | 87.0 | no | no | 3.0 | 3.0 | Sometimes | no | 2.0 | no | 2.0 | 0.0 | Frequently | Walking | Overweight_Level_I |
| 4 | Male | 22 | 1.78 | 89.8 | no | no | 2.0 | 1.0 | Sometimes | no | 2.0 | no | 0.0 | 0.0 | Sometimes | Public_Transportation | Overweight_Level_II |
| 5 | Male | 29 | 1.62 | 53.0 | no | yes | 2.0 | 3.0 | Sometimes | no | 2.0 | no | 0.0 | 0.0 | Sometimes | Automobile | Normal_Weight |
| 6 | Female | 23 | 1.50 | 55.0 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.0 | no | 1.0 | 0.0 | Sometimes | Motorbike | Normal_Weight |
| 7 | Male | 22 | 1.64 | 53.0 | no | no | 2.0 | 3.0 | Sometimes | no | 2.0 | no | 3.0 | 0.0 | Sometimes | Public_Transportation | Normal_Weight |
| 8 | Male | 24 | 1.78 | 64.0 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.0 | no | 1.0 | 1.0 | Frequently | Public_Transportation | Normal_Weight |
| 9 | Male | 22 | 1.72 | 68.0 | yes | yes | 2.0 | 3.0 | Sometimes | no | 2.0 | no | 1.0 | 1.0 | no | Public_Transportation | Normal_Weight |
| Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | CAEC | SMOKE | CH2O | SCC | FAF | TUE | CALC | MTRANS | NObeyesdad | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2101 | Female | 26 | 1.63 | 107.22 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.49 | no | 0.07 | 0.456 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2102 | Female | 26 | 1.63 | 108.11 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.32 | no | 0.05 | 0.413 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2103 | Female | 21 | 1.72 | 133.03 | yes | yes | 3.0 | 3.0 | Sometimes | no | 1.65 | no | 1.54 | 0.912 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2104 | Female | 22 | 1.73 | 133.04 | yes | yes | 3.0 | 3.0 | Sometimes | no | 1.61 | no | 1.51 | 0.931 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2105 | Female | 21 | 1.73 | 131.34 | yes | yes | 3.0 | 3.0 | Sometimes | no | 1.80 | no | 1.73 | 0.898 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2106 | Female | 21 | 1.71 | 131.41 | yes | yes | 3.0 | 3.0 | Sometimes | no | 1.73 | no | 1.68 | 0.906 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2107 | Female | 22 | 1.75 | 133.74 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.01 | no | 1.34 | 0.599 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2108 | Female | 23 | 1.75 | 133.69 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.05 | no | 1.41 | 0.646 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2109 | Female | 24 | 1.74 | 133.35 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.85 | no | 1.14 | 0.586 | Sometimes | Public_Transportation | Obesity_Type_III |
| 2110 | Female | 24 | 1.74 | 133.47 | yes | yes | 3.0 | 3.0 | Sometimes | no | 2.86 | no | 1.03 | 0.714 | Sometimes | Public_Transportation | Obesity_Type_III |
Duplicate rows
Most frequently occurring
| Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | CAEC | SMOKE | CH2O | SCC | FAF | TUE | CALC | MTRANS | NObeyesdad | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7 | Male | 21 | 1.62 | 70.0 | no | yes | 2.0 | 1.0 | no | no | 3.0 | no | 1.0 | 0.0 | Sometimes | Public_Transportation | Overweight_Level_I | 15 |
| 3 | Female | 21 | 1.52 | 42.0 | no | yes | 3.0 | 1.0 | Frequently | no | 1.0 | no | 0.0 | 0.0 | Sometimes | Public_Transportation | Insufficient_Weight | 4 |
| 0 | Female | 16 | 1.66 | 58.0 | no | no | 2.0 | 1.0 | Sometimes | no | 1.0 | no | 0.0 | 1.0 | no | Walking | Normal_Weight | 2 |
| 2 | Female | 21 | 1.52 | 42.0 | no | no | 3.0 | 1.0 | Frequently | no | 1.0 | no | 0.0 | 0.0 | Sometimes | Public_Transportation | Insufficient_Weight | 2 |
| 1 | Female | 18 | 1.62 | 55.0 | yes | yes | 2.0 | 3.0 | Frequently | no | 1.0 | no | 1.0 | 1.0 | no | Public_Transportation | Normal_Weight | 2 |
| 4 | Female | 22 | 1.69 | 65.0 | yes | yes | 2.0 | 3.0 | Sometimes | no | 2.0 | no | 1.0 | 1.0 | Sometimes | Public_Transportation | Normal_Weight | 2 |
| 5 | Female | 25 | 1.57 | 55.0 | no | yes | 2.0 | 1.0 | Sometimes | no | 2.0 | no | 2.0 | 0.0 | Sometimes | Public_Transportation | Normal_Weight | 2 |
| 6 | Male | 18 | 1.72 | 53.0 | yes | yes | 2.0 | 3.0 | Sometimes | no | 2.0 | no | 0.0 | 2.0 | Sometimes | Public_Transportation | Insufficient_Weight | 2 |
| 8 | Male | 22 | 1.74 | 75.0 | yes | yes | 3.0 | 3.0 | Frequently | no | 1.0 | no | 1.0 | 0.0 | no | Automobile | Normal_Weight | 2 |